Title
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ChartCap: Mitigating Hallucination of Dense Chart Captioning Junyoung Lim Jaewoo Ahn Gunhee Kim 88 1 0 05 Aug 2025
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SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference Yi Zhao Yajuan Peng Cam-Tu Nguyen Zuchao Li Xiaoliang Wang Hai Zhao Xiaoming Fu 142 2 0 03 Aug 2025
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From Generator to Embedder: Harnessing Innate Abilities of Multimodal LLMs via Building Zero-Shot Discriminative Embedding Model Yeong-Joon Ju Seong-Whan Lee 164 4 0 01 Aug 2025
Evaluating Contrast Localizer for Identifying Causal Units in Social & Mathematical Tasks in Language Models Yassine Jamaa Badr AlKhamissi Satrajit Ghosh Martin Schrimpf 128 2 0 31 Jul 2025
What's Taboo for You? - An Empirical Evaluation of LLMs Behavior Toward Sensitive Content Alfio Ferrara Sergio Picascia Laura Pinnavaia Vojimir Ranitovic Elisabetta Rocchetti Alice Tuveri 66 0 0 31 Jul 2025
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MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions Yanxu Zhu Shitong Duan Xiangxu Zhang Jitao Sang Peng Zhang Tun Lu Xiao Zhou Jing Yao Xiaoyuan Yi Xing Xie 102 0 0 29 Jul 2025
Enhancing Spatial Reasoning through Visual and Textual Thinking Xun Liang Xin Guo Zhongming Jin weihang Pan Penghui Shang Deng Cai Binbin Lin Jieping Ye LRM 105 1 0 28 Jul 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation Shijie Zhou Ruiyi Zhang Huaisheng Zhu Branislav Kveton Jiuxiang Gu J. Gu Jian Chen Changyou Chen MLLM VLM LRM 294 5 0 28 Jul 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 177 3 0 28 Jul 2025
Infogen: Generating Complex Statistical Infographics from DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Akash Ghosh Aparna Garimella Pritika Ramu Sambaran Bandyopadhyay Sriparna Saha DiffM 100 2 0 26 Jul 2025
How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation under the One-Time-Pad-Based Framework Zi Liang Liantong Yu Shiyu Zhang Qingqing Ye Haibo Hu ELM 159 1 0 25 Jul 2025
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True Multimodal In-Context Learning Needs Attention to the Visual Context Shuo Chen Jianzhe Liu Zhen Han Yan Xia Daniel Cremers Juil Sock Volker Tresp Jindong Gu 181 2 0 21 Jul 2025
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CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding Hongyong Han Wei Wang Gaowei Zhang Mingjie Li Yi Alice Wang 70 2 0 14 Jul 2025
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MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models Jian Chen Wenye Ma Penghang Liu Wei Wang Tengwei Song Ming Li Chenguang Wang Jiayu Qin Ruiyi Zhang Changyou Chen 130 4 0 28 Jun 2025
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The Hidden Cost of an Image: Quantifying the Energy Consumption of AI Image Generation Giulia Bertazzini Chiara Albisani Daniele Baracchi Dasara Shullani Roberto Verdecchia 146 2 0 20 Jun 2025
Towards Effective Complementary Security Analysis using Large Language Models Jonas Wagner Simon Müller Christian Näther Jan-Philipp Steghöfer Andreas Both 186 0 0 20 Jun 2025
A Comparative Study of Task Adaptation Techniques of Large Language Models for Identifying Sustainable Development GoalsIEEE Access (IEEE Access), 2025 Andrea Cadeddu Alessandro Chessa Vincenzo De Leo Gianni Fenu Enrico Motta Francesco Osborne Diego Reforgiato Recupero Angelo Salatino Luca Secchi 148 0 0 18 Jun 2025
GenRecal: Generation after Recalibration from Large to Small Vision-Language Models Byung-Kwan Lee Ryo Hachiuma Yong Man Ro Yu-Chun Wang Yueh-Hua Wu VLM 259 2 0 18 Jun 2025
Demystifying the Visual Quality Paradox in Multimodal Large Language Models Shuo Xing Lanqing guo Hongyuan Hua Seoyoung Lee Peiran Li Yufei Wang Zinan Lin Zhengzhong Tu VLM 216 1 0 18 Jun 2025
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim VerificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Chengye Wang Yifei Shen Zexi Kuang Arman Cohan Yilun Zhao 144 1 0 18 Jun 2025
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ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM Yujun Wang Aniri Jinhe Bi Soeren Pirk Yunpu Ma MLLM 268 11 0 17 Jun 2025
PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue Eugene Vorontsov Eugene Vorontsov Adam Casson Julian Viret Eric Zimmermann ... Razik Yousfi Nicolò Fusi Thomas J. Fuchs Kristen Severson Siqi Liu MedIm LM&MA 137 5 0 16 Jun 2025

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